This paper aims to give a broad coverage of central concepts and principles involved in automated causal inference and emerging approaches to causal discovery from i.i.d data and from time series. After reviewing concepts including manipulations, causal models, sample predictive modeling, causal predictive modeling, and structural equation models, we present the constraint-based approach to causal…
Applied Informatics Template
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About the Applied Informatics format
Applied Informatics is a peer-reviewed journal published by Springer Nature, covering Distributed and Parallel Computing Systems, Advanced Database Systems and Queries, Semantic Web and Ontologies.
| Publisher | Springer Nature |
|---|---|
| Reference style | Numbered (Springer Basic) Numbered — [1], [2] in the text 1. Smith A, Jones B, Lee C (2023) A representative article title. Applied Informatics 12:45–58
Formats any DOI in Applied Informatics style. No sign-up. |
| Publishes research in | Distributed and Parallel Computing Systems Advanced Database Systems and Queries Semantic Web and Ontologies Service-Oriented Architecture and Web Services Embedded Systems Design Techniques |
| ISSN | 2196-0089 |
| h-index | 15 |
| i10-index | 31 |
| Total citations | 1,481 |
| Top institutions publishing here | Shanghai Jiao Tong University |
| Journal website | link.springer.com |
| You get | A submission-ready PDF and the editable LaTeX source — ready to submit. |
Papers published in Applied Informatics per year
Citation impact of Applied Informatics by publication year
Citations each year’s papers have accumulated so far — the most recent years are still building up.
Most-cited papers in Applied Informatics
Diabetes mellitus is a major cause of morbidity and mortality in humans. Early diagnosis is the first step toward the management of this condition. However, a diagnosis involves several variables, which makes it difficult to arrive at an accurate and timely diagnosis and to construct accurate personalized treatment plans. An electronic health record system requires…
The aim of this study was to empirically examine e-learning acceptance and use in technology institutes of Ethiopian public universities. Samples of 400 university teachers were selected using simple random sampling technique. Structural equation modeling (SEM) analysis technique using SamrtPls tool has been used. The acceptance and use of e-learning systems have been evaluated and…
Abstract Recently, much attention has been paid to Hybrid Brain-Computer Interfaces (BCI). In this study, we developed a hybrid BCI speller that simultaneously utilized information from both hand Electromyography (EMG) and SSVEP. This cross-modal BCI speller could increase the target number so as to enhance the information transfer rate (ITR). A 60-target hybrid BCI speller…